½ÃÀ庸°í¼­
»óǰÄÚµå
1565121

¼¼°èÀÇ ÀÎÁö ¼­ºñ½º ½ÃÀå

Cognitive Services

¹ßÇàÀÏ: | ¸®¼­Ä¡»ç: Global Industry Analysts, Inc. | ÆäÀÌÁö Á¤º¸: ¿µ¹® 194 Pages | ¹è¼Û¾È³» : 1-2ÀÏ (¿µ¾÷ÀÏ ±âÁØ)

    
    
    



¡Ø º» »óǰÀº ¿µ¹® ÀÚ·á·Î Çѱ۰ú ¿µ¹® ¸ñÂ÷¿¡ ºÒÀÏÄ¡ÇÏ´Â ³»¿ëÀÌ ÀÖÀ» °æ¿ì ¿µ¹®À» ¿ì¼±ÇÕ´Ï´Ù. Á¤È®ÇÑ °ËÅ並 À§ÇØ ¿µ¹® ¸ñÂ÷¸¦ Âü°íÇØÁֽñ⠹ٶø´Ï´Ù.

ÀÎÁö ¼­ºñ½º ¼¼°è ½ÃÀå, 2030³â±îÁö 938¾ï ´Þ·¯¿¡ ´ÞÇÒ °ÍÀ¸·Î Àü¸Á

2023³â 100¾ï ´Þ·¯·Î ÃßÁ¤µÇ´Â ¼¼°è ÀÎÁö ¼­ºñ½º ½ÃÀåÀº 2023-2030³âÀÇ ºÐ¼® ±â°£ µ¿¾È 37.7%ÀÇ ¿¬Æò±Õ º¹ÇÕ ¼ºÀå·ü(CAGR)·Î ¼ºÀåÇÏ¿© 2030³â¿¡´Â 938¾ï ´Þ·¯¿¡ ´ÞÇÒ °ÍÀ¸·Î ¿¹»óµË´Ï´Ù. ÀÌ º¸°í¼­¿¡¼­ ºÐ¼®ÇÑ ºÎ¹® Áß ÇϳªÀÎ ´ë±â¾÷À» À§ÇÑ ÀÎÁö ¼­ºñ½º´Â CAGR 41.2%¸¦ ±â·ÏÇÏ¿© ºÐ¼® ±â°£ Á¾·á ½ÃÁ¡¿¡ 711¾ï ´Þ·¯¿¡ µµ´ÞÇÒ °ÍÀ¸·Î ¿¹»óµË´Ï´Ù. Áß¼Ò±â¾÷À» À§ÇÑ ÀÎÁö ¼­ºñ½º ºÎ¹®Àº ºÐ¼® ±â°£ µ¿¾È CAGR 29.8%ÀÇ ¼ºÀå·üÀ» ³ªÅ¸³¾ °ÍÀ¸·Î ÃßÁ¤µË´Ï´Ù.

¹Ì±¹ ½ÃÀåÀº 27¾ï ´Þ·¯, Áß±¹Àº CAGR 35.5%·Î ¼ºÀå Àü¸Á

¹Ì±¹ÀÇ ÀÎÁö ¼­ºñ½º ½ÃÀå ±Ô¸ð´Â 2023³â 27¾ï ´Þ·¯·Î ÃßÁ¤µË´Ï´Ù. ¼¼°è 2À§ÀÇ °æÁ¦ ´ë±¹ÀÎ Áß±¹Àº 2030³â±îÁö ½ÃÀå ±Ô¸ð°¡ 134¾ï ´Þ·¯¿¡ ´ÞÇÒ °ÍÀ¸·Î ¿¹»óµÇ¸ç, 2023-2030³âÀÇ ºÐ¼® ±â°£ µ¿¾È 35.5%ÀÇ ¿¬Æò±Õ º¹ÇÕ ¼ºÀå·ü(CAGR)À» ³ªÅ¸³¾ °ÍÀ¸·Î ¿¹»óµË´Ï´Ù. ´Ù¸¥ ÁÖ¸ñÇÒ ¸¸ÇÑ Áö¿ª ½ÃÀåÀ¸·Î´Â ÀϺ»°ú ij³ª´Ù°¡ ÀÖÀ¸¸ç, ºÐ¼® ±â°£ µ¿¾È °¢°¢ 34.4%¿Í 31.7%ÀÇ ¿¬Æò±Õ º¹ÇÕ ¼ºÀå·ü(CAGR)À» ³ªÅ¸³¾ °ÍÀ¸·Î ¿¹»óµË´Ï´Ù. À¯·´¿¡¼­´Â µ¶ÀÏÀÌ 25.3%ÀÇ ¿¬Æò±Õ º¹ÇÕ ¼ºÀå·ü(CAGR)·Î ¼ºÀåÇÒ °ÍÀ¸·Î ¿¹»óµË´Ï´Ù.

¼¼°è ÀÎÁö ¼­ºñ½º ½ÃÀå - ÁÖ¿ä µ¿Çâ ¹× ÃËÁø¿äÀÎ ¿ä¾à

ÀÎÁö ¼­ºñ½º¶õ ¹«¾ùÀ̸ç, ºñÁî´Ï½º ÀÎÅÚ¸®Àü½º¸¦ ¾î¶»°Ô º¯È­½Ãų °ÍÀΰ¡?

ÀÎÁö ¼­ºñ½º´Â ÀνÄ, ¾ð¾î ÀÌÇØ, ÀÇ»ç°áÁ¤, ÇнÀ°ú °°Àº Àΰ£ÀÇ ÀÎÁö ±â´ÉÀ» ±â°è°¡ ½Ã¹Ä·¹À̼ÇÇÒ ¼ö ÀÖµµ·Ï ÇÏ´Â ±¤¹üÀ§ÇÑ ÀΰøÁö´É(AI) ¹× ¸Ó½Å·¯´×(ML) ±â¼ú ¹üÁÖ¸¦ ¸»ÇÕ´Ï´Ù. ÀÌ·¯ÇÑ ¼­ºñ½º´Â API ¹× Ŭ¶ó¿ìµå Ç÷§ÆûÀ» ÅëÇØ Á¦°øµÇ¸ç, À½¼º ÀνÄ, ÀÚ¿¬¾î ó¸®, À̹ÌÁö ºÐ¼®, ¿¹Ãø ºÐ¼®°ú °°Àº AI ±â¹Ý ±â´ÉÀ» ¿ëµµ¿¡ ÅëÇÕÇÒ ¼ö ÀÖ´Â µµ±¸¸¦ °³¹ßÀÚ¿¡°Ô Á¦°øÇÕ´Ï´Ù. ÀÎÁö ¼­ºñ½º´Â º¹ÀâÇÑ ÇÁ·Î¼¼½º¸¦ ÀÚµ¿È­ÇÏ°í ±â¾÷ÀÌ ´ë·®ÀÇ µ¥ÀÌÅ͸¦ ½±°Ô ºÐ¼®Çϰí, °í°´°ú ¼ÒÅëÇϸç, ¿öÅ©Ç÷ο츦 ÃÖÀûÈ­ÇÒ ¼ö ÀÖµµ·Ï ¼³°èµÆ½À´Ï´Ù. ÀÎÁö ¼­ºñ½ºÀÇ Æ¯Â¡Àº ¿À´Ã³¯ »ý¼ºµÇ´Â Á¤º¸ÀÇ ´ëºÎºÐÀ» Â÷ÁöÇÏ´Â ºñÁ¤Çü µ¥ÀÌÅ͸¦ ó¸®ÇÏ°í ½Ç¿ëÀûÀÎ ÀλçÀÌÆ®·Î º¯È¯ÇÏ´Â ´É·Â¿¡ ÀÖ½À´Ï´Ù. ÀÚ¿¬¾î ¹®ÀǸ¦ ÀÌÇØÇÏ´Â °í°´ ¼­ºñ½º¿ë 꺿ºÎÅÍ ½ÃÀå µ¿ÇâÀ» ºÐ¼®ÇÏ°í ºñÁî´Ï½º Àü·«À» Á¦¾ÈÇÏ´Â AI ±â¹Ý ½Ã½ºÅÛ±îÁö, ÀÎÁö ¼­ºñ½º´Â Á¶Á÷ÀÌ µ¥ÀÌÅÍ¿¡¼­ °¡Ä¡¸¦ âÃâÇϰí ÀÇ»ç°áÁ¤À» °³¼±ÇÏ´Â ¹æ½Ä¿¡ Çõ¸íÀ» ÀÏÀ¸Å°°í ÀÖ½À´Ï´Ù.

ÀÎÁö ¼­ºñ½º´Â »ê¾÷ Àü¹ÝÀÇ ºñÁî´Ï½º ÇÁ·Î¼¼½º¸¦ ¾î¶»°Ô °­È­Çϴ°¡?

ÀÎÁö ¼­ºñ½º´Â ±¤¹üÀ§ÇÑ ºñÁî´Ï½º ÇÁ·Î¼¼½º¿Í »ê¾÷¿¡¼­ »ó´çÇÑ °³¼±À» ÁÖµµÇϰí ÀÖ½À´Ï´Ù. °í°´ ¼­ºñ½º ºÐ¾ß¿¡¼­ AI ±â¹Ý 꺿°ú °¡»ó ºñ¼­´Â ÀÚ¿¬¾î ó¸®(NLP)¿Í À½¼º ÀνÄÀ» ÅëÇØ °í°´ÀÇ ¹®ÀǸ¦ ÀÌÇØÇϰí Áï°¢ÀûÀÎ ´äº¯À» Á¦°øÇϸç, ÇÊ¿äÇÑ °æ¿ì º¹ÀâÇÑ ¹®Á¦¸¦ Àΰ£ »ó´ã¿ø¿¡°Ô ¿¡½ºÄ÷¹À̼ÇÇÒ ¼ö ÀÖµµ·Ï Áö¿øÇÕ´Ï´Ù. ÀÌ·¯ÇÑ ¼öÁØÀÇ ÀÚµ¿È­´Â ½Å¼ÓÇÑ ¼­ºñ½º Á¦°øÀ¸·Î °í°´ ¸¸Á·µµ¸¦ ³ôÀÏ »Ó¸¸ ¾Æ´Ï¶ó, Á¤ÇüÈ­µÈ ¹®ÀǸ¦ È¿À²ÀûÀ¸·Î ó¸®ÇÏ¿© ¿î¿µ ºñ¿ëÀ» Àý°¨ÇÒ ¼ö ÀÖ½À´Ï´Ù. ÇコÄÉ¾î ºÐ¾ß¿¡¼­´Â ȯÀÚ µ¥ÀÌÅÍ, ÀÇ·á ¿µ»ó, ¿¬±¸ ³í¹®À» ºÐ¼®ÇÏ¿© Ä¡·á¹ýÀ» Á¦¾ÈÇÔÀ¸·Î½á ÀÇ·á Áø´ÜÀ» Áö¿øÇÏ´Â µ¥ KEYWORD°¡ Ȱ¿ëµÇ°í ÀÖ½À´Ï´Ù. ¸¶Âù°¡Áö·Î ±ÝÀ¶ ¼­ºñ½º ºÐ¾ß¿¡¼­´Â ÀÎÁö ½Ã½ºÅÛÀÌ °Å·¡ ÆÐÅÏÀ» ½Ç½Ã°£À¸·Î ºÐ¼®ÇÏ¿© Á¤»óÀû Çൿ¿¡¼­ ¹þ¾î³­ Àǽɽº·¯¿î Çൿ¿¡ Ç÷¡±×¸¦ Ç¥½ÃÇÔÀ¸·Î½á Á¶Á÷ÀÌ ºÎÁ¤ÇàÀ§¸¦ ŽÁöÇÏ´Â µ¥ µµ¿òÀ» ÁÖ°í ÀÖ½À´Ï´Ù. Á¦Á¶ ¹× °ø±Þ¸Á °ü¸® ºÐ¾ß¿¡¼­´Â ÀÎÁö ¼­ºñ½ºÀÇ ÇÙ½É ¿ä¼ÒÀÎ ¿¹Ãø ºÐ¼®À» ÅëÇØ »ý»ê ÀÏÁ¤À» ÃÖÀûÈ­Çϰí, ¿¹Áöº¸ÀüÀ» ÅëÇØ ´Ù¿îŸÀÓÀ» ÁÙÀ̸ç, Àç°í ¼öÁØÀ» ´õ Àß °ü¸®ÇÒ ¼ö ÀÖ½À´Ï´Ù. ¶ÇÇÑ, ¼Ò¸Å ºÐ¾ß¿¡¼­´Â AI¸¦ Ȱ¿ëÇÏ¿© ¼îÇÎ ÇൿÀ» ºÐ¼®ÇÏ°í °³ÀÎ ÃëÇâ¿¡ ¸Â´Â Ãßõ »óǰÀ» Á¦°øÇÔÀ¸·Î½á °í°´ °æÇèÀ» °³ÀÎÈ­Çϱâ À§ÇØ ÀÎÁö ¼­ºñ½º¸¦ Ȱ¿ëÇϰí ÀÖ½À´Ï´Ù. ¶ÇÇÑ, ¸¶ÄÉÆÃ ºÐ¾ß¿¡¼­´Â ¼Ò¼È ¹Ìµð¾î µ¥ÀÌÅÍ¿Í °í°´ Çǵå¹éÀ» ó¸®ÇÏ´Â µ¥ ÀÎÁö ¼­ºñ½º¸¦ Ȱ¿ëÇÏ¿© ¼ÒºñÀÚ °¨Á¤À» ½Ç½Ã°£À¸·Î ÆÄ¾ÇÇÏ¿© º¸´Ù Ÿ°ÙÆÃµÈ µ¥ÀÌÅÍ ±â¹Ý ¸¶ÄÉÆÃ Àü·«À» ¼ö¸³ÇÒ ¼ö ÀÖ½À´Ï´Ù.

ÀÎÁö ¼­ºñ½º¸¦ µÞ¹ÞħÇÏ´Â ±â¼ú°ú ´É·ÂÀº ¹«¾ùÀΰ¡?

ÀÎÁö ¼­ºñ½º´Â ÀÚ¿¬¾î ó¸®(NLP), ÄÄÇ»ÅÍ ºñÀü, À½¼º ÀνÄ, ¿¹Ãø ºÐ¼® µî ¸î °¡Áö ÁÖ¿ä ±â¼ú·Î µÞ¹ÞħµÇ°í ÀÖÀ¸¸ç, NLP´Â ±â°è°¡ Àΰ£ÀÇ ¾ð¾î¸¦ ÀÌÇØÇϰí ó¸®ÇÒ ¼ö ÀÖ°Ô ÇØÁÖ¸ç, 꺿, °¨Á¤ ºÐ¼®, ¹®¼­ ÀÌÇØ¿Í °°Àº ¿ëµµ¿¡ ÇʼöÀûÀÔ´Ï´Ù. 꺿, °¨Á¤ ºÐ¼®, ¹®¼­ ÀÌÇØ µîÀÇ ¿ëµµ¿¡ ÇʼöÀûÀÔ´Ï´Ù. NLP´Â Äõ¸®¿Í ¹ß¾ðÀÇ ¸Æ¶ô°ú Àǵµ¸¦ ºÐ¼®ÇÔÀ¸·Î½á ÀÎÁö ¼­ºñ½º°¡ º¸´Ù Á¤È®Çϰí ÀûÀýÇÑ ÀÀ´äÀ» Á¦°øÇÒ ¼ö ÀÖµµ·Ï ÇÕ´Ï´Ù. ÄÄÇ»ÅÍ ºñÀüÀº ÀÎÁö ½Ã½ºÅÛÀÌ À̹ÌÁö³ª µ¿¿µ»ó°ú °°Àº ½Ã°¢Àû µ¥ÀÌÅ͸¦ ÇØ¼®ÇÒ ¼ö ÀÖµµ·Ï ÇÏ´Â Áß¿äÇÑ ±â¼úÀÔ´Ï´Ù. ÀÌ ±â´ÉÀº ¾ó±¼ ÀνÄ, À̹ÌÁö űë, ÀÚÀ² ÁÖÇà ³»ºñ°ÔÀÌ¼Ç µî ½Ã°¢Àû ÀÔ·ÂÀ» ÀÌÇØÇÏ´Â °ÍÀÌ ÇʼöÀûÀÎ ¿ëµµ¿¡ ³Î¸® »ç¿ëµÇ°í ÀÖ½À´Ï´Ù. À½¼º ÀÎ½Ä ±â¼úÀº ±â°è°¡ À½¼º ¾ð¾î¸¦ ÅØ½ºÆ®·Î º¯È¯ÇÏ¿© ÀÚ¿¬½º·¯¿î ´ëÈ­¸¦ ÅëÇØ »ç¿ëÀÚ¿Í »óÈ£ ÀÛ¿ëÇÒ ¼ö ÀÖ´Â À½¼º Á¦¾î ½Ã½ºÅÛ ¹× °¡»ó ºñ¼­¸¦ ±¸ÇöÇÒ ¼ö ÀÖ°Ô ÇØÁÝ´Ï´Ù. ÀÌ´Â ÇÚÁîÇÁ¸® ´ëÈ­°¡ ¿ä±¸µÇ´Â °í°´ ¼­ºñ½º, ÇコÄɾî, ½º¸¶Æ® ±â±â¿¡¼­ ƯÈ÷ À¯¿ëÇÕ´Ï´Ù. ¸Ó½Å·¯´×À» ÅëÇÑ ¿¹Ãø ºÐ¼®Àº ¸¹Àº ÀÎÁö ¼­ºñ½ºÀÇ ÇÙ½ÉÀÔ´Ï´Ù. ¿¹Ãø ºÐ¼®Àº °ú°Å µ¥ÀÌÅ͸¦ ºÐ¼®ÇÏ°í ÆÐÅÏÀ» ½Äº°ÇÔÀ¸·Î½á ¹Ì·¡ÀÇ Æ®·»µå, °í°´ Çൿ ¹× ºñÁî´Ï½º ¼º°ú¸¦ ¿¹ÃøÇÒ ¼ö ÀÖ½À´Ï´Ù. ÀÌ ´É·ÂÀº Á¤È®ÇÑ ¿¹ÃøÀÌ Å« °æÀï ¿ìÀ§¸¦ °¡Á®´ÙÁÖ´Â ±ÝÀ¶, ¼Ò¸Å, Á¦Á¶ µîÀÇ »ê¾÷¿¡¼­ ÀÇ»ç°áÁ¤¿¡ ¸Å¿ì À¯¿ëÇÕ´Ï´Ù.

ÀÎÁö ¼­ºñ½º ½ÃÀå ¼ºÀåÀÇ ¿øµ¿·ÂÀº?

ÀÎÁö ¼­ºñ½º ½ÃÀåÀÇ ¼ºÀåÀº AI ±â¹Ý ÀÚµ¿È­¿¡ ´ëÇÑ ¼ö¿ä Áõ°¡, µðÁöÅÐ Àüȯ ³ë·Â Áõ°¡, ºòµ¥ÀÌÅÍÀÇ °¡¿ë¼º È®´ë µî ¿©·¯ °¡Áö ¿äÀο¡ ÀÇÇØ ÃËÁøµÇ°í ÀÖ½À´Ï´Ù. °¡Àå Å« ÃËÁø¿äÀÎ Áß Çϳª´Â ºü¸£°Ô Áõ°¡ÇÏ´Â µ¥ÀÌÅÍ ¾ç¿¡ Á÷¸éÇÑ ±â¾÷µéÀÌ º¹ÀâÇÑ ÇÁ·Î¼¼½º¸¦ ÀÚµ¿È­Çϰí È¿À²¼ºÀ» °³¼±ÇØ¾ß ÇÒ Çʿ伺ÀÔ´Ï´Ù. ÀÎÁö ¼­ºñ½º´Â ÅØ½ºÆ®, À̹ÌÁö, µ¿¿µ»ó µî ±âÁ¸ ½Ã½ºÅÛÀ¸·Î´Â ó¸®ÇÒ ¼ö ¾ø¾ú´ø ¹æ´ëÇÑ ¾çÀÇ ºñÁ¤Çü µ¥ÀÌÅ͸¦ ó¸®ÇÏ°í ºÐ¼®ÇÒ ¼ö ÀÖ´Â ´É·ÂÀ» Á¦°øÇÕ´Ï´Ù. ÀÎÁö ¼­ºñ½º´Â °í°´ ÀÀ´ë, µ¥ÀÌÅÍ ºÐ¼®, ÀÇ»ç°áÁ¤ µîÀÇ ¾÷¹«¸¦ ÀÚµ¿È­ÇÏ¿© ¿î¿µ ºñ¿ëÀ» Àý°¨ÇÏ°í º¸´Ù È¿À²ÀûÀÎ ºñÁî´Ï½º¸¦ °¡´ÉÇÏ°Ô ÇÕ´Ï´Ù. ¶Ç ´Ù¸¥ Å« ¿äÀÎÀº »ê¾÷ Àü¹Ý¿¡ °ÉÃÄ µðÁöÅÐ ÀüȯÀÌ ÁøÇàµÇ°í ÀÖ´Ù´Â Á¡ÀÔ´Ï´Ù. ±â¾÷µéÀÌ Å¬¶ó¿ìµå ±â¼ú, IoT ±â±â, ¸ð¹ÙÀÏ Ç÷§ÆûÀ» äÅÃÇÔ¿¡ µû¶ó µ¥ÀÌÅÍ ±â¹Ý ÀÇ»ç°áÁ¤À» °­È­ÇÒ ¼ö ÀÖ´Â Áö´ÉÇü ½Ã½ºÅÛ¿¡ ´ëÇÑ ¼ö¿ä°¡ ±ÞÁõÇϰí ÀÖ½À´Ï´Ù. ÀÎÁö ¼­ºñ½º´Â ÀÌ·¯ÇÑ µðÁöÅÐ ¼Ò½ºÀÇ µ¥ÀÌÅ͸¦ ½Ç½Ã°£À¸·Î ó¸®ÇÏ´Â µ¥ ÇÊ¿äÇÑ AI µµ±¸¸¦ Á¦°øÇÏ¿© ±â¾÷ÀÌ ¿î¿µÀ» ÃÖÀûÈ­ÇÏ°í °í°´ °æÇèÀ» °³¼±Çϸç Çõ½ÅÀ» ÃßÁøÇÒ ¼ö ÀÖµµ·Ï µ½½À´Ï´Ù. ¶ÇÇÑ, AI¿Í ML ±â¼úÀÇ ¹ßÀüÀ¸·Î ÀÎÇØ ÀÎÁö ¼­ºñ½º´Â ´õ¿í °­·ÂÇØÁö°í ±âÁ¸ ºñÁî´Ï½º ½Ã½ºÅÛ¿¡ ½±°Ô ÅëÇÕµÉ ¼ö ÀÖ°Ô µÇ¾ú½À´Ï´Ù. °³ÀÎÈ­µÈ °í°´ °æÇè¿¡ ´ëÇÑ °ü½ÉÀÌ ³ô¾ÆÁö°í ÀÖ´Â °Íµµ ƯÈ÷ ¼Ò¸Å, ÀºÇà, ÇコÄÉ¾î µîÀÇ »ê¾÷¿¡¼­ Áß¿äÇÑ ¼ºÀå ¿äÀÎÀ¸·Î ÀÛ¿ëÇϰí ÀÖ½À´Ï´Ù. ÀÎÁö ¼­ºñ½º´Â °í°´ µ¥ÀÌÅ͸¦ ½Ç½Ã°£À¸·Î ºÐ¼®ÇÏ¿© ÀûÀýÇÑ Á¦¾È, Ãßõ, Áö¿øÀ¸·Î ´ëÀÀÇÔÀ¸·Î½á ±â¾÷ÀÌ ¸ÂÃãÇü »óÈ£ÀÛ¿ëÀ» Á¦°øÇÒ ¼ö ÀÖ°Ô ÇØÁÝ´Ï´Ù. ¸¶Áö¸·À¸·Î, º¸¾ÈÀ» ¸ñÀûÀ¸·Î ÇÑ AIÀÇ Ã¤ÅÃÀÌ Áõ°¡Çϸ鼭 ½ÃÀå ¼ö¿ä¸¦ ´õ¿í ÃËÁøÇϰí ÀÖ½À´Ï´Ù. ¸ðµç ºÐ¾ßÀÇ ±â¾÷µéÀÌ AI¸¦ Ȱ¿ëÇÏ¿© ¾÷¹«¸¦ °­È­ÇÏ°í µðÁöÅÐ ½Ã´ëÀÇ °æÀï·ÂÀ» À¯ÁöÇϱâ À§ÇØ ³ë·ÂÇϰí ÀÖÀ¸¸ç, ÀÌ·¯ÇÑ ¿ä¼ÒµéÀÌ °áÇյǾî ÀÎÁö ¼­ºñ½º ½ÃÀåÀÌ Å©°Ô ¼ºÀåÇϰí ÀÖ½À´Ï´Ù.

Á¶»ç ´ë»ó ±â¾÷ ¿¹½Ã(ÃÑ 42°Ç)

  • Amazon Web Services, Inc.
  • Apple, Inc.
  • Attivio, Inc.
  • Baidu, Inc.
  • BMC Software, Inc.
  • Clarifai, Inc.
  • CognitiveScale
  • Expert System S.P.A.
  • Folio3 Software Inc.
  • Fusion Informatics Limited
  • Google, Inc.
  • IBM Corporation
  • Inbenta Technologies, Inc.
  • IPsoft Inc.
  • Kairos AR, Inc.
  • Megvii Technology Limited
  • Microsoft Corporation
  • Nokia Corporation
  • Nuance Communications, Inc.
  • Qualcomm Technologies, Inc.
  • SAS AB
  • Software AG
  • Softweb Solutions, Inc.
  • Squirro
  • Tata Consultancy Services Limited
  • Verbio Technologies S.L.

¸ñÂ÷

Á¦1Àå Á¶»ç ¹æ¹ý

Á¦2Àå ÁÖ¿ä ¿ä¾à

  • ½ÃÀå °³¿ä
  • ÁÖ¿ä ±â¾÷
  • ½ÃÀå µ¿Çâ°ú ÃËÁø¿äÀÎ
  • ¼¼°è ½ÃÀå Àü¸Á

Á¦3Àå ½ÃÀå ºÐ¼®

  • ¹Ì±¹
  • ij³ª´Ù
  • ÀϺ»
  • Áß±¹
  • À¯·´
  • ÇÁ¶û½º
  • µ¶ÀÏ
  • ÀÌÅ»¸®¾Æ
  • ¿µ±¹
  • ±âŸ À¯·´
  • ¾Æ½Ã¾ÆÅÂÆò¾ç
  • ±âŸ Áö¿ª

Á¦4Àå °æÀï

LSH 24.10.08

Global Cognitive Services Market to Reach US$93.8 Billion by 2030

The global market for Cognitive Services estimated at US$10.0 Billion in the year 2023, is expected to reach US$93.8 Billion by 2030, growing at a CAGR of 37.7% over the analysis period 2023-2030. Cognitive Services for Large Enterprises, one of the segments analyzed in the report, is expected to record a 41.2% CAGR and reach US$71.1 Billion by the end of the analysis period. Growth in the Cognitive Services for SMEs segment is estimated at 29.8% CAGR over the analysis period.

The U.S. Market is Estimated at US$2.7 Billion While China is Forecast to Grow at 35.5% CAGR

The Cognitive Services market in the U.S. is estimated at US$2.7 Billion in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$13.4 Billion by the year 2030 trailing a CAGR of 35.5% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 34.4% and 31.7% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 25.3% CAGR.

Global Cognitive Services Market - Key Trends and Drivers Summarized

What Are Cognitive Services and How Are They Transforming Business Intelligence?

Cognitive services refer to a broad category of artificial intelligence (AI) and machine learning (ML) technologies that enable machines to simulate human cognitive functions such as perception, language understanding, decision-making, and learning. These services are delivered through APIs and cloud platforms, providing developers with the tools to integrate AI-driven capabilities like speech recognition, natural language processing, image analysis, and predictive analytics into their applications. Cognitive services are designed to automate complex processes, making it easier for businesses to analyze large volumes of data, interact with customers, and optimize workflows. The promise of cognitive services lies in their ability to process unstructured data, which comprises the vast majority of information generated today, and transform it into actionable insights. From customer service chatbots that understand natural language queries to AI-driven systems that can analyze market trends and recommend business strategies, cognitive services are revolutionizing how organizations extract value from data and improve decision-making.

How Are Cognitive Services Enhancing Business Processes Across Industries?

Cognitive services are driving significant improvements across a wide range of business processes and industries. In customer service, AI-powered chatbots and virtual assistants use natural language processing (NLP) and speech recognition to understand customer queries, provide instant responses, and even escalate complex issues to human agents when necessary. This level of automation not only enhances customer satisfaction by providing quicker service but also reduces operational costs by handling routine inquiries efficiently. In healthcare, cognitive services are being used to assist in medical diagnostics by analyzing patient data, medical images, and research articles to provide recommendations for treatments. Similarly, in financial services, cognitive systems are helping organizations detect fraud by analyzing transaction patterns in real-time, flagging suspicious activities that deviate from normal behavior. In manufacturing and supply chain management, predictive analytics—a key component of cognitive services—enables businesses to optimize production schedules, reduce downtime through predictive maintenance, and better manage inventory levels. The retail sector is also leveraging cognitive services to personalize customer experiences, using AI to analyze shopping behaviors and deliver product recommendations tailored to individual preferences. Moreover, in marketing, cognitive services are being used to process social media data and customer feedback, providing real-time insights into consumer sentiment and enabling more targeted, data-driven marketing strategies.

What Technologies and Capabilities Power Cognitive Services?

Cognitive services are powered by several key technologies, including natural language processing (NLP), computer vision, speech recognition, and predictive analytics. NLP enables machines to understand and process human language, which is crucial for applications like chatbots, sentiment analysis, and document comprehension. By analyzing the context and intent behind a query or statement, NLP allows cognitive services to provide more accurate and relevant responses. Computer vision is another critical technology, allowing cognitive systems to interpret visual data such as images and videos. This capability is widely used in applications like facial recognition, image tagging, and autonomous vehicle navigation, where understanding visual inputs is essential. Speech recognition technology enables machines to convert spoken language into text, allowing for voice-controlled systems and virtual assistants that can interact with users through natural dialogue. This is especially useful in customer service, healthcare, and smart devices, where hands-free interaction is desired. Predictive analytics, powered by machine learning, is at the core of many cognitive services. By analyzing historical data and identifying patterns, predictive analytics can forecast future trends, customer behaviors, and business outcomes. This capability is invaluable for decision-making in industries like finance, retail, and manufacturing, where accurate forecasting can lead to significant competitive advantages.

What’s Driving the Growth of the Cognitive Services Market?

The growth in the cognitive services market is driven by several factors, including the increasing demand for AI-powered automation, the rise of digital transformation initiatives, and the growing availability of big data. One of the most significant drivers is the need for businesses to automate complex processes and improve efficiency in the face of rapidly increasing data volumes. Cognitive services offer the ability to process and analyze vast amounts of unstructured data—such as text, images, and videos—that traditional systems struggle to handle. By automating tasks like customer service interactions, data analysis, and decision-making, cognitive services enable businesses to operate more efficiently while reducing operational costs. Another major factor is the ongoing digital transformation across industries. As businesses adopt cloud technologies, IoT devices, and mobile platforms, the demand for intelligent systems that can enhance data-driven decision-making has surged. Cognitive services provide the AI tools necessary to process data from these digital sources in real-time, helping companies optimize their operations, improve customer experiences, and drive innovation. Additionally, advancements in AI and ML technologies are making cognitive services more powerful and easier to integrate into existing business systems. The growing emphasis on personalized customer experiences is another key growth driver, particularly in industries like retail, banking, and healthcare. Cognitive services enable businesses to deliver tailored interactions by analyzing customer data in real-time and responding with relevant offers, recommendations, or support. Finally, increasing adoption of AI for security purposes is further fueling market demand. Together, these factors are driving significant growth in the cognitive services market as businesses across all sectors seek to leverage AI to enhance their operations and remain competitive in the digital age.

Select Competitors (Total 42 Featured) -

  • Amazon Web Services, Inc.
  • Apple, Inc.
  • Attivio, Inc.
  • Baidu, Inc.
  • BMC Software, Inc.
  • Clarifai, Inc.
  • CognitiveScale
  • Expert System S.P.A.
  • Folio3 Software Inc.
  • Fusion Informatics Limited
  • Google, Inc.
  • IBM Corporation
  • Inbenta Technologies, Inc.
  • IPsoft Inc.
  • Kairos AR, Inc.
  • Megvii Technology Limited
  • Microsoft Corporation
  • Nokia Corporation
  • Nuance Communications, Inc.
  • Qualcomm Technologies, Inc.
  • SAS AB
  • Software AG
  • Softweb Solutions, Inc.
  • Squirro
  • Tata Consultancy Services Limited
  • Verbio Technologies S.L.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Global Economic Update
    • Cognitive Services - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • AI-Powered Automation Strengthens the Business Case for Cognitive Services in Enterprises
    • Focus on Personalized User Experiences Expands Addressable Market Opportunity for Cognitive Services
    • Advancements in Natural Language Processing (NLP) Drive Innovation in Cognitive Services for Enhanced Communication
    • Proliferation of Chatbots and Virtual Assistants Spurs Growth in Cognitive Services for Customer Support
    • AI-Driven Cognitive Services Strengthen Business Operations in Healthcare for Diagnostics and Treatment Planning
    • Focus on Enhancing Security and Fraud Detection Expands Market for Cognitive Services in Financial Services
    • Growing Integration of Cognitive Services in Marketing Automation Generates Opportunities for Customer Insights
    • Rising Use of Cognitive Services for Content Personalization Drives Demand in Media and Entertainment
    • AI-Enabled Speech and Image Recognition Spurs Adoption of Cognitive Services in Smart Devices
    • Focus on Enhancing Workforce Productivity Propels Growth in Cognitive Services for Employee Training and Development
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Cognitive Services Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Cognitive Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 3: World 7-Year Perspective for Cognitive Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Large Enterprises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 5: World 7-Year Perspective for Large Enterprises by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for SMEs by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 7: World 7-Year Perspective for SMEs by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 9: World 7-Year Perspective for Cloud by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 11: World 7-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 12: USA Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 13: USA 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 14: USA Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 15: USA 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • CANADA
    • TABLE 16: Canada Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 17: Canada 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 18: Canada Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 19: Canada 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • JAPAN
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 20: Japan Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 21: Japan 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 22: Japan Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 23: Japan 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • CHINA
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 24: China Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 25: China 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 26: China Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 27: China 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • EUROPE
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 28: Europe Recent Past, Current & Future Analysis for Cognitive Services by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 29: Europe 7-Year Perspective for Cognitive Services by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
    • TABLE 30: Europe Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 31: Europe 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 32: Europe Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 33: Europe 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • FRANCE
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 34: France Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 35: France 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 36: France Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 37: France 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • GERMANY
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 38: Germany Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 39: Germany 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 40: Germany Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 41: Germany 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • ITALY
    • TABLE 42: Italy Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 43: Italy 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 44: Italy Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 45: Italy 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • UNITED KINGDOM
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 46: UK Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 47: UK 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 48: UK Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 49: UK 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • REST OF EUROPE
    • TABLE 50: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 51: Rest of Europe 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 52: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 53: Rest of Europe 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • ASIA-PACIFIC
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 54: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 55: Asia-Pacific 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 56: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 57: Asia-Pacific 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • REST OF WORLD
    • TABLE 58: Rest of World Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 59: Rest of World 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 60: Rest of World Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 61: Rest of World 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030

IV. COMPETITION

»ùÇà ¿äû ¸ñ·Ï
0 °ÇÀÇ »óǰÀ» ¼±Åà Áß
¸ñ·Ï º¸±â
Àüü»èÁ¦